Overview

Brought to you by YData

Dataset statistics

Number of variables	39
Number of observations	214
Missing cells	159
Missing cells (%)	1.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	117.2 KiB
Average record size in memory	560.8 B

Variable types

Text	4
Categorical	1
Numeric	34

Alerts

`Area (km²)` is highly overall correlated with `Population Density (per km²)` and 1 other fields	High correlation
`Forest Area 1990` is highly overall correlated with `Forest Area 1991` and 29 other fields	High correlation
`Forest Area 1991` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 1992` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 1993` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 1994` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 1995` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 1996` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 1997` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 1998` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 1999` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2000` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2001` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2002` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2003` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2004` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2005` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2006` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2007` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2008` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2009` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2010` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2011` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2012` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2013` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2014` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2015` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2016` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2017` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2018` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2019` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Forest Area 2020` is highly overall correlated with `Forest Area 1990` and 29 other fields	High correlation
`Population Density (per km²)` is highly overall correlated with `Area (km²)`	High correlation
`Population Rank` is highly overall correlated with `Area (km²)`	High correlation
`Forest Area 1990` has 10 (4.7%) missing values	Missing
`Forest Area 1991` has 7 (3.3%) missing values	Missing
`Forest Area 1992` has 7 (3.3%) missing values	Missing
`Forest Area 1993` has 7 (3.3%) missing values	Missing
`Forest Area 1994` has 7 (3.3%) missing values	Missing
`Forest Area 1995` has 7 (3.3%) missing values	Missing
`Forest Area 1996` has 7 (3.3%) missing values	Missing
`Forest Area 1997` has 7 (3.3%) missing values	Missing
`Forest Area 1998` has 7 (3.3%) missing values	Missing
`Forest Area 1999` has 7 (3.3%) missing values	Missing
`Forest Area 2000` has 3 (1.4%) missing values	Missing
`Forest Area 2001` has 6 (2.8%) missing values	Missing
`Forest Area 2002` has 6 (2.8%) missing values	Missing
`Forest Area 2003` has 6 (2.8%) missing values	Missing
`Forest Area 2004` has 6 (2.8%) missing values	Missing
`Forest Area 2005` has 6 (2.8%) missing values	Missing
`Forest Area 2006` has 6 (2.8%) missing values	Missing
`Forest Area 2007` has 6 (2.8%) missing values	Missing
`Forest Area 2008` has 6 (2.8%) missing values	Missing
`Forest Area 2009` has 6 (2.8%) missing values	Missing
`Forest Area 2010` has 3 (1.4%) missing values	Missing
`Forest Area 2019` has 5 (2.3%) missing values	Missing
`Forest Area 2020` has 5 (2.3%) missing values	Missing
`Country Name` has unique values	Unique
`Capital` has unique values	Unique
`Area (km²)` has unique values	Unique
`Population Density (per km²)` has unique values	Unique
`Population Rank` has unique values	Unique
`Country_normalized` has unique values	Unique
`City_normalized` has unique values	Unique
`Forest Area 1990` has 4 (1.9%) zeros	Zeros
`Forest Area 1991` has 4 (1.9%) zeros	Zeros
`Forest Area 1992` has 4 (1.9%) zeros	Zeros
`Forest Area 1993` has 4 (1.9%) zeros	Zeros
`Forest Area 1994` has 4 (1.9%) zeros	Zeros
`Forest Area 1995` has 4 (1.9%) zeros	Zeros
`Forest Area 1996` has 4 (1.9%) zeros	Zeros
`Forest Area 1997` has 4 (1.9%) zeros	Zeros
`Forest Area 1998` has 4 (1.9%) zeros	Zeros
`Forest Area 1999` has 4 (1.9%) zeros	Zeros
`Forest Area 2000` has 4 (1.9%) zeros	Zeros
`Forest Area 2001` has 4 (1.9%) zeros	Zeros
`Forest Area 2002` has 4 (1.9%) zeros	Zeros
`Forest Area 2003` has 4 (1.9%) zeros	Zeros
`Forest Area 2004` has 4 (1.9%) zeros	Zeros
`Forest Area 2005` has 4 (1.9%) zeros	Zeros
`Forest Area 2006` has 4 (1.9%) zeros	Zeros
`Forest Area 2007` has 4 (1.9%) zeros	Zeros
`Forest Area 2008` has 4 (1.9%) zeros	Zeros
`Forest Area 2009` has 4 (1.9%) zeros	Zeros
`Forest Area 2010` has 4 (1.9%) zeros	Zeros
`Forest Area 2011` has 4 (1.9%) zeros	Zeros
`Forest Area 2012` has 4 (1.9%) zeros	Zeros
`Forest Area 2013` has 4 (1.9%) zeros	Zeros
`Forest Area 2014` has 4 (1.9%) zeros	Zeros
`Forest Area 2015` has 4 (1.9%) zeros	Zeros
`Forest Area 2016` has 4 (1.9%) zeros	Zeros
`Forest Area 2017` has 4 (1.9%) zeros	Zeros
`Forest Area 2018` has 4 (1.9%) zeros	Zeros

Reproduction

Analysis started	2025-04-05 13:19:58.705667
Analysis finished	2025-04-05 13:21:34.623838
Duration	1 minute and 35.92 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Country Name
Text

Unique

Distinct	214
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	12.4 KiB

Length

Max length	30
Median length	22
Mean length	9.5934579
Min length	4

Characters and Unicode

Total characters	2053
Distinct characters	58
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	214 ?
Unique (%)	100.0%

Sample

1st row	Aruba
2nd row	Afghanistan
3rd row	Angola
4th row	Albania
5th row	Andorra

Value	Count	Frequency (%)
and	8	2.6%
islands	7	2.3%
rep	7	2.3%
republic	6	1.9%
st	4	1.3%
guinea	3	1.0%
the	3	1.0%
united	3	1.0%
new	3	1.0%
china	3	1.0%
Other values (251)	263	84.8%

Most occurring characters

Value	Count	Frequency (%)
a	291	14.2%
i	162	7.9%
n	156	7.6%
e	142	6.9%
r	113	5.5%
o	100	4.9%
	96	4.7%
u	74	3.6%
t	73	3.6%
l	71	3.5%
Other values (48)	775	37.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1609	78.4%
Uppercase Letter	308	15.0%
Space Separator	96	4.7%
Other Punctuation	32	1.6%
Close Punctuation	3	0.1%
Open Punctuation	3	0.1%
Dash Punctuation	2	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	291	18.1%
i	162	10.1%
n	156	9.7%
e	142	8.8%
r	113	7.0%
o	100	6.2%
u	74	4.6%
t	73	4.5%
l	71	4.4%
s	70	4.4%
Other values (16)	357	22.2%

Uppercase Letter

Value	Count	Frequency (%)
S	35	11.4%
C	24	7.8%
M	24	7.8%
B	23	7.5%
R	22	7.1%
A	21	6.8%
G	18	5.8%
I	18	5.8%
T	16	5.2%
P	14	4.5%
Other values (15)	93	30.2%

Other Punctuation

Value	Count	Frequency (%)
.	17	53.1%
,	13	40.6%
'	2	6.2%

Space Separator

Value	Count	Frequency (%)
	96	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1917	93.4%
Common	136	6.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	291	15.2%
i	162	8.5%
n	156	8.1%
e	142	7.4%
r	113	5.9%
o	100	5.2%
u	74	3.9%
t	73	3.8%
l	71	3.7%
s	70	3.7%
Other values (41)	665	34.7%

Common

Value	Count	Frequency (%)
	96	70.6%
.	17	12.5%
,	13	9.6%
)	3	2.2%
(	3	2.2%
-	2	1.5%
'	2	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2053	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	291	14.2%
i	162	7.9%
n	156	7.6%
e	142	6.9%
r	113	5.5%
o	100	4.9%
	96	4.7%
u	74	3.6%
t	73	3.6%
l	71	3.5%
Other values (48)	775	37.7%

Capital
Text

Unique

Distinct	214
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

Length

Max length	19
Median length	14
Mean length	7.817757
Min length	4

Characters and Unicode

Total characters	1673
Distinct characters	62
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	214 ?
Unique (%)	100.0%

Sample

1st row	Oranjestad
2nd row	Kabul
3rd row	Luanda
4th row	Tirana
5th row	Andorra la Vella

Value	Count	Frequency (%)
san	4	1.6%
city	4	1.6%
town	3	1.2%
saint	2	0.8%
port	2	0.8%
pago	2	0.8%
oranjestad	1	0.4%
tirana	1	0.4%
andorra	1	0.4%
la	1	0.4%
Other values (228)	228	91.6%

Most occurring characters

Value	Count	Frequency (%)
a	241	14.4%
o	125	7.5%
i	113	6.8%
n	109	6.5%
r	94	5.6%
e	94	5.6%
u	78	4.7%
s	67	4.0%
t	66	3.9%
l	63	3.8%
Other values (52)	623	37.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1372	82.0%
Uppercase Letter	253	15.1%
Space Separator	35	2.1%
Dash Punctuation	6	0.4%
Other Punctuation	5	0.3%
Final Punctuation	1	0.1%
Initial Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	241	17.6%
o	125	9.1%
i	113	8.2%
n	109	7.9%
r	94	6.9%
e	94	6.9%
u	78	5.7%
s	67	4.9%
t	66	4.8%
l	63	4.6%
Other values (21)	322	23.5%

Uppercase Letter

Value	Count	Frequency (%)
B	27	10.7%
P	23	9.1%
M	23	9.1%
S	21	8.3%
A	18	7.1%
T	17	6.7%
C	16	6.3%
D	15	5.9%
N	14	5.5%
K	12	4.7%
Other values (14)	67	26.5%

Other Punctuation

Value	Count	Frequency (%)
.	2	40.0%
'	2	40.0%
,	1	20.0%

Space Separator

Value	Count	Frequency (%)
	35	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1625	97.1%
Common	48	2.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	241	14.8%
o	125	7.7%
i	113	7.0%
n	109	6.7%
r	94	5.8%
e	94	5.8%
u	78	4.8%
s	67	4.1%
t	66	4.1%
l	63	3.9%
Other values (45)	575	35.4%

Common

Value	Count	Frequency (%)
	35	72.9%
-	6	12.5%
.	2	4.2%
'	2	4.2%
’	1	2.1%
,	1	2.1%
‘	1	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1660	99.2%
None	11	0.7%
Punctuation	2	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	241	14.5%
o	125	7.5%
i	113	6.8%
n	109	6.6%
r	94	5.7%
e	94	5.7%
u	78	4.7%
s	67	4.0%
t	66	4.0%
l	63	3.8%
Other values (44)	610	36.7%

None

Value	Count	Frequency (%)
é	5	45.5%
ó	2	18.2%
å	1	9.1%
í	1	9.1%
ã	1	9.1%
ñ	1	9.1%

Punctuation

Value	Count	Frequency (%)
’	1	50.0%
‘	1	50.0%

Continent
Categorical

Distinct	6
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	11.9 KiB

Africa	54
Asia	49
Europe	47
North America	34
Oceania	18

Length

Max length	13
Median length	7
Mean length	7.1308411
Min length	4

Characters and Unicode

Total characters	1526
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	North America
2nd row	Asia
3rd row	Africa
4th row	Europe
5th row	Europe

Common Values

Value	Count	Frequency (%)
Africa	54	25.2%
Asia	49	22.9%
Europe	47	22.0%
North America	34	15.9%
Oceania	18	8.4%
South America	12	5.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
africa	54	20.8%
asia	49	18.8%
europe	47	18.1%
america	46	17.7%
north	34	13.1%
oceania	18	6.9%
south	12	4.6%

Most occurring characters

Value	Count	Frequency (%)
a	185	12.1%
r	181	11.9%
i	167	10.9%
A	149	9.8%
c	118	7.7%
e	111	7.3%
o	93	6.1%
u	59	3.9%
f	54	3.5%
s	49	3.2%
Other values (10)	360	23.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1220	79.9%
Uppercase Letter	260	17.0%
Space Separator	46	3.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	185	15.2%
r	181	14.8%
i	167	13.7%
c	118	9.7%
e	111	9.1%
o	93	7.6%
u	59	4.8%
f	54	4.4%
s	49	4.0%
p	47	3.9%
Other values (4)	156	12.8%

Uppercase Letter

Value	Count	Frequency (%)
A	149	57.3%
E	47	18.1%
N	34	13.1%
O	18	6.9%
S	12	4.6%

Space Separator

Value	Count	Frequency (%)
	46	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1480	97.0%
Common	46	3.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	185	12.5%
r	181	12.2%
i	167	11.3%
A	149	10.1%
c	118	8.0%
e	111	7.5%
o	93	6.3%
u	59	4.0%
f	54	3.6%
s	49	3.3%
Other values (9)	314	21.2%

Common

Value	Count	Frequency (%)
	46	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1526	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	185	12.1%
r	181	11.9%
i	167	10.9%
A	149	9.8%
c	118	7.7%
e	111	7.3%
o	93	6.1%
u	59	3.9%
f	54	3.5%
s	49	3.2%
Other values (10)	360	23.6%

Area (km²)
Real number (ℝ)

High correlation Unique

Distinct	214
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	633896.5

Minimum	2
Maximum	17098242
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	2
5-th percentile	173
Q1	11139.75
median	101605
Q3	472291.5
95-th percentile	2228656.2
Maximum	17098242
Range	17098240
Interquartile range (IQR)	461151.75

Descriptive statistics

Standard deviation	1833815.4
Coefficient of variation (CV)	2.8929256
Kurtosis	39.753442
Mean	633896.5
Median Absolute Deviation (MAD)	101169
Skewness	5.8209925
Sum	1.3565385 × 10⁸
Variance	3.3628789 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	1	0.5%
2040	1	0.5%
330803	1	0.5%
825615	1	0.5%
18575	1	0.5%
1267000	1	0.5%
923768	1	0.5%
130373	1	0.5%
41850	1	0.5%
323802	1	0.5%
Other values (204)	204	95.3%

Value	Count	Frequency (%)
2	1	0.5%
6	1	0.5%
21	1	0.5%
26	1	0.5%
30	1	0.5%
34	1	0.5%
53	1	0.5%
54	1	0.5%
61	1	0.5%
151	1	0.5%

Value	Count	Frequency (%)
17098242	1	0.5%
9984670	1	0.5%
9706961	1	0.5%
9372610	1	0.5%
8515767	1	0.5%
7692024	1	0.5%
3287590	1	0.5%
2780400	1	0.5%
2724900	1	0.5%
2381741	1	0.5%

Population Density (per km²)
Real number (ℝ)

High correlation Unique

Distinct	214
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	466.53597

Minimum	0.0261
Maximum	23172.267
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0261
5-th percentile	6.235505
Q1	38.417875
median	93.2875
Q3	233.24552
95-th percentile	954.6532
Maximum	23172.267
Range	23172.241
Interquartile range (IQR)	194.82765

Descriptive statistics

Standard deviation	2158.2948
Coefficient of variation (CV)	4.626213
Kurtosis	79.669939
Mean	466.53597
Median Absolute Deviation (MAD)	68.48105
Skewness	8.5747548
Sum	99838.697
Variance	4658236.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
591.3611	1	0.5%
636.9946	1	0.5%
102.5934	1	0.5%
3.1092	1	0.5%
15.6097	1	0.5%
20.6851	1	0.5%
236.5759	1	0.5%
53.2962	1	0.5%
419.6897	1	0.5%
16.7828	1	0.5%
Other values (204)	204	95.3%

Value	Count	Frequency (%)
0.0261	1	0.5%
2.1727	1	0.5%
3.1092	1	0.5%
3.4032	1	0.5%
3.6204	1	0.5%
3.7621	1	0.5%
3.7727	1	0.5%
3.8513	1	0.5%
3.8717	1	0.5%
4.5194	1	0.5%

Value	Count	Frequency (%)
23172.2667	1	0.5%
18234.5	1	0.5%
8416.4634	1	0.5%
6783.3922	1	0.5%
5441.5	1	0.5%
1924.4876	1	0.5%
1745.9567	1	0.5%
1687.6139	1	0.5%
1299.2647	1	0.5%
1188.5926	1	0.5%

Population Rank
Real number (ℝ)

High correlation Unique

Distinct	214
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	109.71495

Minimum	1
Maximum	227
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	1
5-th percentile	11.65
Q1	54.25
median	108.5
Q3	162.75
95-th percentile	213.35
Maximum	227
Range	226
Interquartile range (IQR)	108.5

Descriptive statistics

Standard deviation	64.388041
Coefficient of variation (CV)	0.58686659
Kurtosis	-1.1474524
Mean	109.71495
Median Absolute Deviation (MAD)	54.5
Skewness	0.067398967
Sum	23479
Variance	4145.8198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198	1	0.5%
157	1	0.5%
45	1	0.5%
145	1	0.5%
185	1	0.5%
54	1	0.5%
6	1	0.5%
106	1	0.5%
71	1	0.5%
120	1	0.5%
Other values (204)	204	95.3%

Value	Count	Frequency (%)
1	1	0.5%
2	1	0.5%
3	1	0.5%
4	1	0.5%
5	1	0.5%
6	1	0.5%
7	1	0.5%
8	1	0.5%
9	1	0.5%
10	1	0.5%

Value	Count	Frequency (%)
227	1	0.5%
225	1	0.5%
222	1	0.5%
221	1	0.5%
220	1	0.5%
219	1	0.5%
218	1	0.5%
217	1	0.5%
216	1	0.5%
215	1	0.5%

Forest Area 1990
Real number (ℝ)

High correlation Missing Zeros

Distinct	201
Distinct (%)	98.5%
Missing	10
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	32.628378

Minimum	0
Maximum	98.574551
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.18863593
Q1	11.029429
median	29.153006
Q3	51.120481
95-th percentile	76.702085
Maximum	98.574551
Range	98.574551
Interquartile range (IQR)	40.091052

Descriptive statistics

Standard deviation	25.118568
Coefficient of variation (CV)	0.76983809
Kurtosis	-0.56056004
Mean	32.628378
Median Absolute Deviation (MAD)	19.073762
Skewness	0.52037585
Sum	6656.189
Variance	630.94246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
35.59405264	1	0.5%
62.75604931	1	0.5%
10.65137436	1	0.5%
45.4666302	1	0.5%
1.535485908	1	0.5%
29.1249053	1	0.5%
53.1769985	1	0.5%
10.22896919	1	0.5%
Other values (191)	191	89.3%
(Missing)	10	4.7%

Value	Count	Frequency (%)
0	4	1.9%
0.00064384	1	0.5%
0.009693053	1	0.5%
0.044010247	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.170274314	1	0.5%
0.187759444	1	0.5%
0.193602694	1	0.5%
0.241587575	1	0.5%

Value	Count	Frequency (%)
98.57455128	1	0.5%
96.22638146	1	0.5%
94.499111	1	0.5%
92.21725463	1	0.5%
90.92211504	1	0.5%
90.35	1	0.5%
88.5095515	1	0.5%
80.37733516	1	0.5%
79.42140825	1	0.5%
78.36812144	1	0.5%

Forest Area 1991
Real number (ℝ)

High correlation Missing Zeros

Distinct	204
Distinct (%)	98.6%
Missing	7
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	33.231655

Minimum	0
Maximum	98.550987
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2134976
Q1	11.314546
median	29.545528
Q3	52.0497
95-th percentile	78.804117
Maximum	98.550987
Range	98.550987
Interquartile range (IQR)	40.735153

Descriptive statistics

Standard deviation	25.421843
Coefficient of variation (CV)	0.76498875
Kurtosis	-0.58153036
Mean	33.231655
Median Absolute Deviation (MAD)	19.274586
Skewness	0.51635634
Sum	6878.9526
Variance	646.27008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
35.77565227	1	0.5%
62.47385482	1	0.5%
10.56512456	1	0.5%
45.50339168	1	0.5%
1.486784558	1	0.5%
28.94560097	1	0.5%
52.34601961	1	0.5%
10.27094194	1	0.5%
Other values (194)	194	90.7%
(Missing)	7	3.3%

Value	Count	Frequency (%)
0	4	1.9%
0.00064384	1	0.5%
0.009693053	1	0.5%
0.045557286	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.183002494	1	0.5%
0.201459035	1	0.5%
0.241587575	1	0.5%
0.34057971	1	0.5%

Value	Count	Frequency (%)
98.55098718	1	0.5%
95.9284492	1	0.5%
94.47984252	1	0.5%
92.19334032	1	0.5%
90.89599857	1	0.5%
90.86857143	1	0.5%
90.18	1	0.5%
88.19539037	1	0.5%
83.24565217	1	0.5%
80.35045842	1	0.5%

Forest Area 1992
Real number (ℝ)

High correlation Missing Zeros

Distinct	204
Distinct (%)	98.6%
Missing	7
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	33.196406

Minimum	0
Maximum	98.527423
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.21899704
Q1	11.54149
median	30.159993
Q3	52.111678
95-th percentile	78.502811
Maximum	98.527423
Range	98.527423
Interquartile range (IQR)	40.570188

Descriptive statistics

Standard deviation	25.343969
Coefficient of variation (CV)	0.7634552
Kurtosis	-0.57152834
Mean	33.196406
Median Absolute Deviation (MAD)	19.847078
Skewness	0.51707337
Sum	6871.656
Variance	642.31674
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
35.95725191	1	0.5%
62.19166033	1	0.5%
10.47887476	1	0.5%
45.54015317	1	0.5%
1.438083208	1	0.5%
28.76629665	1	0.5%
51.51504072	1	0.5%
10.31291469	1	0.5%
Other values (194)	194	90.7%
(Missing)	7	3.3%

Value	Count	Frequency (%)
0	4	1.9%
0.00064384	1	0.5%
0.009693053	1	0.5%
0.047104325	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.195730673	1	0.5%
0.209315376	1	0.5%
0.241587575	1	0.5%
0.352112676	1	0.5%

Value	Count	Frequency (%)
98.52742308	1	0.5%
95.63051693	1	0.5%
94.46057404	1	0.5%
92.16942601	1	0.5%
90.90857143	1	0.5%
90.8698821	1	0.5%
90.01	1	0.5%
87.88122924	1	0.5%
83.55652174	1	0.5%
80.3235819	1	0.5%

Forest Area 1993
Real number (ℝ)

High correlation Missing Zeros

Distinct	204
Distinct (%)	98.6%
Missing	7
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	33.130616

Minimum	0
Maximum	98.503859
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.22449647
Q1	11.399371
median	30.203381
Q3	51.968035
95-th percentile	78.201505
Maximum	98.503859
Range	98.503859
Interquartile range (IQR)	40.568664

Descriptive statistics

Standard deviation	25.289741
Coefficient of variation (CV)	0.76333445
Kurtosis	-0.56460081
Mean	33.130616
Median Absolute Deviation (MAD)	19.848493
Skewness	0.51765387
Sum	6858.0375
Variance	639.57098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
36.13885154	1	0.5%
61.90946583	1	0.5%
10.39262496	1	0.5%
45.57691466	1	0.5%
1.389381858	1	0.5%
28.58699233	1	0.5%
50.68406182	1	0.5%
10.35488744	1	0.5%
Other values (194)	194	90.7%
(Missing)	7	3.3%

Value	Count	Frequency (%)
0	4	1.9%
0.00064384	1	0.5%
0.009693053	1	0.5%
0.048651364	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.208458853	1	0.5%
0.217171717	1	0.5%
0.241587575	1	0.5%
0.373239437	1	0.5%

Value	Count	Frequency (%)
98.50385897	1	0.5%
95.33258467	1	0.5%
94.44130556	1	0.5%
92.1455117	1	0.5%
90.94857143	1	0.5%
90.84376563	1	0.5%
89.84	1	0.5%
87.56706811	1	0.5%
83.8673913	1	0.5%
80.29670516	1	0.5%

Forest Area 1994
Real number (ℝ)

High correlation Missing Zeros

Distinct	204
Distinct (%)	98.6%
Missing	7
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	33.131964

Minimum	0
Maximum	98.480295
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.22999591
Q1	11.409251
median	30.394778
Q3	51.805178
95-th percentile	77.9002
Maximum	98.480295
Range	98.480295
Interquartile range (IQR)	40.395927

Descriptive statistics

Standard deviation	25.270282
Coefficient of variation (CV)	0.76271609
Kurtosis	-0.56905432
Mean	33.131964
Median Absolute Deviation (MAD)	19.997918
Skewness	0.51581719
Sum	6858.3166
Variance	638.58717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
36.32045118	1	0.5%
61.62727134	1	0.5%
10.30637515	1	0.5%
45.61367615	1	0.5%
1.340680508	1	0.5%
28.407688	1	0.5%
49.85308293	1	0.5%
10.39686019	1	0.5%
Other values (194)	194	90.7%
(Missing)	7	3.3%

Value	Count	Frequency (%)
0	4	1.9%
0.00064384	1	0.5%
0.009693053	1	0.5%
0.050198403	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.221187032	1	0.5%
0.225028058	1	0.5%
0.241587575	1	0.5%
0.394366197	1	0.5%

Value	Count	Frequency (%)
98.48029487	1	0.5%
95.03465241	1	0.5%
94.42203708	1	0.5%
92.12159739	1	0.5%
90.98857143	1	0.5%
90.81764916	1	0.5%
89.67	1	0.5%
87.25290698	1	0.5%
84.17826087	1	0.5%
80.26982842	1	0.5%

Forest Area 1995
Real number (ℝ)

High correlation Missing Zeros

Distinct	204
Distinct (%)	98.6%
Missing	7
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	33.087708

Minimum	0
Maximum	98.456731
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.23621692
Q1	11.419131
median	31.033347
Q3	51.810812
95-th percentile	77.598894
Maximum	98.456731
Range	98.456731
Interquartile range (IQR)	40.391682

Descriptive statistics

Standard deviation	25.206389
Coefficient of variation (CV)	0.76180524
Kurtosis	-0.5596091
Mean	33.087708
Median Absolute Deviation (MAD)	20.136684
Skewness	0.51663748
Sum	6849.1555
Variance	635.36204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
36.50205081	1	0.5%
61.34507685	1	0.5%
10.22012535	1	0.5%
45.65043764	1	0.5%
1.291979158	1	0.5%
28.22838368	1	0.5%
49.02210404	1	0.5%
10.43883294	1	0.5%
Other values (194)	194	90.7%
(Missing)	7	3.3%

Value	Count	Frequency (%)
0	4	1.9%
0.00064384	1	0.5%
0.009693053	1	0.5%
0.051745442	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.2328844	1	0.5%
0.233915212	1	0.5%
0.241587575	1	0.5%
0.415492958	1	0.5%

Value	Count	Frequency (%)
98.45673077	1	0.5%
94.73672014	1	0.5%
94.40276861	1	0.5%
92.09768308	1	0.5%
91.02857143	1	0.5%
90.79153269	1	0.5%
89.5	1	0.5%
86.93874585	1	0.5%
84.48913043	1	0.5%
80.24295168	1	0.5%

Forest Area 1996
Real number (ℝ)

High correlation Missing Zeros

Distinct	204
Distinct (%)	98.6%
Missing	7
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	33.043262

Minimum	0
Maximum	98.433167
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.24310432
Q1	11.429011
median	31.671917
Q3	51.767352
95-th percentile	77.297588
Maximum	98.433167
Range	98.433167
Interquartile range (IQR)	40.338341

Descriptive statistics

Standard deviation	25.145049
Coefficient of variation (CV)	0.76097355
Kurtosis	-0.55016433
Mean	33.043262
Median Absolute Deviation (MAD)	20.190653
Skewness	0.51761369
Sum	6839.9553
Variance	632.27347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
36.68365045	1	0.5%
61.06288236	1	0.5%
10.13387555	1	0.5%
45.68719912	1	0.5%
1.243277808	1	0.5%
28.04907935	1	0.5%
48.19112515	1	0.5%
10.48080569	1	0.5%
Other values (194)	194	90.7%
(Missing)	7	3.3%

Value	Count	Frequency (%)
0	4	1.9%
0.00064384	1	0.5%
0.009693053	1	0.5%
0.053292481	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.240740741	1	0.5%
0.241587575	1	0.5%
0.246643392	1	0.5%
0.430193073	1	0.5%

Value	Count	Frequency (%)
98.43316667	1	0.5%
94.43878788	1	0.5%
94.38350013	1	0.5%
92.07376877	1	0.5%
91.06857143	1	0.5%
90.76541622	1	0.5%
89.33	1	0.5%
86.62458472	1	0.5%
84.8	1	0.5%
80.21607517	1	0.5%

Forest Area 1997
Real number (ℝ)

High correlation Missing Zeros

Distinct	204
Distinct (%)	98.6%
Missing	7
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	32.999019

Minimum	0
Maximum	98.409603
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.25182943
Q1	11.436812
median	31.718102
Q3	51.697245
95-th percentile	76.996283
Maximum	98.409603
Range	98.409603
Interquartile range (IQR)	40.260433

Descriptive statistics

Standard deviation	25.085976
Coefficient of variation (CV)	0.76020369
Kurtosis	-0.54074052
Mean	32.999019
Median Absolute Deviation (MAD)	20.063363
Skewness	0.51868233
Sum	6830.797
Variance	629.30619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
36.86525009	1	0.5%
60.78068787	1	0.5%
10.04762575	1	0.5%
45.72396061	1	0.5%
1.194576459	1	0.5%
27.86977503	1	0.5%
47.36014625	1	0.5%
10.52277844	1	0.5%
Other values (194)	194	90.7%
(Missing)	7	3.3%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05483952	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.248597082	1	0.5%
0.259371571	1	0.5%
0.424915106	1	0.5%

Value	Count	Frequency (%)
98.40960256	1	0.5%
94.36423165	1	0.5%
94.14085561	1	0.5%
92.04985447	1	0.5%
91.10857143	1	0.5%
90.73929975	1	0.5%
89.16	1	0.5%
86.31042359	1	0.5%
85.11086957	1	0.5%
80.18919843	1	0.5%

Forest Area 1998
Real number (ℝ)

High correlation Missing Zeros

Distinct	204
Distinct (%)	98.6%
Missing	7
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	32.982772

Minimum	0
Maximum	98.386038
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.26114732
Q1	11.417498
median	31.509361
Q3	51.97481
95-th percentile	76.694977
Maximum	98.386038
Range	98.386038
Interquartile range (IQR)	40.557312

Descriptive statistics

Standard deviation	25.051844
Coefficient of variation (CV)	0.75954331
Kurtosis	-0.54029768
Mean	32.982772
Median Absolute Deviation (MAD)	20.381436
Skewness	0.51730625
Sum	6827.4339
Variance	627.59489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.04684972	1	0.5%
60.49849338	1	0.5%
9.961375943	1	0.5%
45.7607221	1	0.5%
1.145875109	1	0.5%
27.6904707	1	0.5%
46.52916736	1	0.5%
10.56475118	1	0.5%
Other values (194)	194	90.7%
(Missing)	7	3.3%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.056386559	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.256453423	1	0.5%
0.272099751	1	0.5%
0.41963714	1	0.5%

Value	Count	Frequency (%)
98.38603846	1	0.5%
94.34496317	1	0.5%
93.84292335	1	0.5%
92.02594016	1	0.5%
91.14857143	1	0.5%
90.71318328	1	0.5%
88.99	1	0.5%
85.99626246	1	0.5%
85.42173913	1	0.5%
80.16232169	1	0.5%

Forest Area 1999
Real number (ℝ)

High correlation Missing Zeros

Distinct	204
Distinct (%)	98.6%
Missing	7
Missing (%)	3.3%
Infinite	0
Infinite (%)	0.0%
Mean	32.938455

Minimum	0
Maximum	98.362474
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.27046521
Q1	11.398184
median	31.300619
Q3	52.029476
95-th percentile	76.406782
Maximum	98.362474
Range	98.362474
Interquartile range (IQR)	40.631292

Descriptive statistics

Standard deviation	24.997038
Coefficient of variation (CV)	0.75890133
Kurtosis	-0.53091267
Mean	32.938455
Median Absolute Deviation (MAD)	20.226935
Skewness	0.5186172
Sum	6818.2603
Variance	624.85189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.22844936	1	0.5%
60.21629889	1	0.5%
9.87512614	1	0.5%
45.79748359	1	0.5%
1.097173759	1	0.5%
27.51116638	1	0.5%
45.69818847	1	0.5%
10.60672393	1	0.5%
Other values (194)	194	90.7%
(Missing)	7	3.3%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.057933598	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.264309764	1	0.5%
0.28482793	1	0.5%
0.414359173	1	0.5%

Value	Count	Frequency (%)
98.36247436	1	0.5%
94.32569469	1	0.5%
93.54499109	1	0.5%
92.00202585	1	0.5%
91.18857143	1	0.5%
90.68706681	1	0.5%
88.82	1	0.5%
85.7326087	1	0.5%
85.68210133	1	0.5%
80.13544495	1	0.5%

Forest Area 2000
Real number (ℝ)

High correlation Missing Zeros

Distinct	208
Distinct (%)	98.6%
Missing	3
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	32.563299

Minimum	0
Maximum	98.33891
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.25687684
Q1	10.985174
median	30.507096
Q3	51.496944
95-th percentile	75.958237
Maximum	98.33891
Range	98.33891
Interquartile range (IQR)	40.51177

Descriptive statistics

Standard deviation	24.904739
Coefficient of variation (CV)	0.76481008
Kurtosis	-0.50478335
Mean	32.563299
Median Absolute Deviation (MAD)	19.858399
Skewness	0.53480452
Sum	6870.856
Variance	620.24604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
20.65517241	1	0.5%
59.9341044	1	0.5%
9.788876338	1	0.5%
45.83424508	1	0.5%
1.048472409	1	0.5%
27.33186205	1	0.5%
44.86720957	1	0.5%
10.64869668	1	0.5%
Other values (198)	198	92.5%
(Missing)	3	1.4%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.059480637	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.241587575	1	0.5%
0.272166105	1	0.5%
0.29755611	1	0.5%

Value	Count	Frequency (%)
98.33891026	1	0.5%
94.30642621	1	0.5%
93.24705882	1	0.5%
91.97811154	1	0.5%
91.22857143	1	0.5%
90.66095034	1	0.5%
88.65	1	0.5%
86.04347826	1	0.5%
85.3679402	1	0.5%
80.10856834	1	0.5%

Forest Area 2001
Real number (ℝ)

High correlation Missing Zeros

Distinct	205
Distinct (%)	98.6%
Missing	6
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.873732

Minimum	0
Maximum	98.312622
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.29134028
Q1	11.42671
median	31.562167
Q3	52.067851
95-th percentile	75.827548
Maximum	98.312622
Range	98.312622
Interquartile range (IQR)	40.641141

Descriptive statistics

Standard deviation	24.843534
Coefficient of variation (CV)	0.755726
Kurtosis	-0.50689103
Mean	32.873732
Median Absolute Deviation (MAD)	20.49257
Skewness	0.51906298
Sum	6837.7362
Variance	617.20118
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
40.45264737	1	0.5%
32.24119644	1	0.5%
59.70774616	1	0.5%
9.702625563	1	0.5%
45.84064551	1	0.5%
1.038667403	1	0.5%
27.15255663	1	0.5%
43.86075287	1	0.5%
Other values (195)	195	91.1%
(Missing)	6	2.8%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.060126576	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.280022447	1	0.5%
0.312359102	1	0.5%
0.403803241	1	0.5%

Value	Count	Frequency (%)
98.31262179	1	0.5%
94.28386589	1	0.5%
92.94912656	1	0.5%
91.9584779	1	0.5%
91.26714286	1	0.5%
90.63479814	1	0.5%
88.5	1	0.5%
86.25652174	1	0.5%
85.05377907	1	0.5%
80.08668948	1	0.5%

Forest Area 2002
Real number (ℝ)

High correlation Missing Zeros

Distinct	205
Distinct (%)	98.6%
Missing	6
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.839917

Minimum	0
Maximum	98.286333
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.30162795
Q1	11.359828
median	31.740688
Q3	51.874571
95-th percentile	75.558867
Maximum	98.286333
Range	98.286333
Interquartile range (IQR)	40.514744

Descriptive statistics

Standard deviation	24.800925
Coefficient of variation (CV)	0.75520669
Kurtosis	-0.50167862
Mean	32.839917
Median Absolute Deviation (MAD)	20.301807
Skewness	0.51900371
Sum	6830.7027
Variance	615.08588
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
40.5791001	1	0.5%
31.79571489	1	0.5%
59.48138792	1	0.5%
9.616374789	1	0.5%
45.84704595	1	0.5%
1.028862398	1	0.5%
26.97325121	1	0.5%
42.85429616	1	0.5%
Other values (195)	195	91.1%
(Missing)	6	2.8%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.060772515	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.287878788	1	0.5%
0.327162095	1	0.5%
0.398525274	1	0.5%

Value	Count	Frequency (%)
98.28633333	1	0.5%
94.26130556	1	0.5%
92.6511943	1	0.5%
91.93884426	1	0.5%
91.30571429	1	0.5%
90.60864594	1	0.5%
88.35	1	0.5%
86.46956522	1	0.5%
84.73961794	1	0.5%
80.06481054	1	0.5%

Forest Area 2003
Real number (ℝ)

High correlation Missing Zeros

Distinct	205
Distinct (%)	98.6%
Missing	6
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.801481

Minimum	0
Maximum	98.260045
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.31191561
Q1	11.292945
median	31.610927
Q3	51.593407
95-th percentile	75.290186
Maximum	98.260045
Range	98.260045
Interquartile range (IQR)	40.300462

Descriptive statistics

Standard deviation	24.760991
Coefficient of variation (CV)	0.75487419
Kurtosis	-0.4965831
Mean	32.801481
Median Absolute Deviation (MAD)	20.206736
Skewness	0.51950772
Sum	6822.708
Variance	613.10668
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
40.70555284	1	0.5%
31.35023335	1	0.5%
59.25502968	1	0.5%
9.530124015	1	0.5%
45.85344639	1	0.5%
1.019057393	1	0.5%
26.79394578	1	0.5%
41.84783945	1	0.5%
Other values (195)	195	91.1%
(Missing)	6	2.8%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.061418454	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.295735129	1	0.5%
0.341965087	1	0.5%
0.393247308	1	0.5%

Value	Count	Frequency (%)
98.26004487	1	0.5%
94.23874524	1	0.5%
92.35326203	1	0.5%
91.91921062	1	0.5%
91.34428571	1	0.5%
90.58249375	1	0.5%
88.2	1	0.5%
86.6826087	1	0.5%
84.42545681	1	0.5%
80.04293159	1	0.5%

Forest Area 2004
Real number (ℝ)

High correlation Missing Zeros

Distinct	205
Distinct (%)	98.6%
Missing	6
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.768718

Minimum	0
Maximum	98.233756
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.32220328
Q1	11.226062
median	31.279596
Q3	51.253327
95-th percentile	75.021505
Maximum	98.233756
Range	98.233756
Interquartile range (IQR)	40.027265

Descriptive statistics

Standard deviation	24.748439
Coefficient of variation (CV)	0.75524588
Kurtosis	-0.49556658
Mean	32.768718
Median Absolute Deviation (MAD)	19.993835
Skewness	0.52080342
Sum	6815.8933
Variance	612.48524
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
40.83200558	1	0.5%
30.9047518	1	0.5%
59.02867144	1	0.5%
9.44387324	1	0.5%
45.85984683	1	0.5%
1.009252388	1	0.5%
26.61464036	1	0.5%
40.84138275	1	0.5%
Other values (195)	195	91.1%
(Missing)	6	2.8%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.062064393	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.30359147	1	0.5%
0.35676808	1	0.5%
0.387969341	1	0.5%

Value	Count	Frequency (%)
98.23375641	1	0.5%
94.21618491	1	0.5%
92.05532977	1	0.5%
91.89957698	1	0.5%
91.38285714	1	0.5%
90.55634155	1	0.5%
88.05	1	0.5%
86.89565217	1	0.5%
84.11129568	1	0.5%
80.02105264	1	0.5%

Forest Area 2005
Real number (ℝ)

High correlation Missing Zeros

Distinct	205
Distinct (%)	98.6%
Missing	6
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.73255

Minimum	0
Maximum	98.207468
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.33249095
Q1	11.159179
median	31.097064
Q3	51.199367
95-th percentile	74.752825
Maximum	98.207468
Range	98.207468
Interquartile range (IQR)	40.040188

Descriptive statistics

Standard deviation	24.710936
Coefficient of variation (CV)	0.75493465
Kurtosis	-0.49051369
Mean	32.73255
Median Absolute Deviation (MAD)	19.966384
Skewness	0.52132054
Sum	6808.3704
Variance	610.63038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
40.95845832	1	0.5%
30.45927026	1	0.5%
58.80231319	1	0.5%
9.357622466	1	0.5%
45.86624726	1	0.5%
0.999447383	1	0.5%
26.43533494	1	0.5%
39.83492604	1	0.5%
Other values (195)	195	91.1%
(Missing)	6	2.8%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.062710332	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.311447811	1	0.5%
0.371571072	1	0.5%
0.382691375	1	0.5%

Value	Count	Frequency (%)
98.20746795	1	0.5%
94.19362459	1	0.5%
91.87994334	1	0.5%
91.7573975	1	0.5%
91.42142857	1	0.5%
90.53018935	1	0.5%
87.9	1	0.5%
87.10869565	1	0.5%
83.79713455	1	0.5%
79.9991737	1	0.5%

Forest Area 2006
Real number (ℝ)

High correlation Missing Zeros

Distinct	205
Distinct (%)	98.6%
Missing	6
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.74648

Minimum	0
Maximum	98.181179
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.33964239
Q1	11.092296
median	31.037627
Q3	52.099673
95-th percentile	74.484144
Maximum	98.181179
Range	98.181179
Interquartile range (IQR)	41.007377

Descriptive statistics

Standard deviation	24.707032
Coefficient of variation (CV)	0.75449427
Kurtosis	-0.49963102
Mean	32.74648
Median Absolute Deviation (MAD)	19.990599
Skewness	0.51692846
Sum	6811.2679
Variance	610.43742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
41.08491106	1	0.5%
30.01378871	1	0.5%
58.57595495	1	0.5%
9.271371692	1	0.5%
45.8726477	1	0.5%
0.989642378	1	0.5%
26.25602951	1	0.5%
38.82846934	1	0.5%
Other values (195)	195	91.1%
(Missing)	6	2.8%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.063356271	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.319304153	1	0.5%
0.377413408	1	0.5%
0.386374065	1	0.5%

Value	Count	Frequency (%)
98.18117949	1	0.5%
94.17106426	1	0.5%
91.8603097	1	0.5%
91.46	1	0.5%
91.45946524	1	0.5%
90.50403716	1	0.5%
87.75	1	0.5%
87.32173913	1	0.5%
83.48297342	1	0.5%
79.97729475	1	0.5%

Forest Area 2007
Real number (ℝ)

High correlation Missing Zeros

Distinct	205
Distinct (%)	98.6%
Missing	6
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.719923

Minimum	0
Maximum	98.154891
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.34290173
Q1	11.102337
median	30.978191
Q3	51.895857
95-th percentile	74.215463
Maximum	98.154891
Range	98.154891
Interquartile range (IQR)	40.79352

Descriptive statistics

Standard deviation	24.679678
Coefficient of variation (CV)	0.75427068
Kurtosis	-0.49757638
Mean	32.719923
Median Absolute Deviation (MAD)	19.962871
Skewness	0.51680142
Sum	6805.7439
Variance	609.08652
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
41.21136379	1	0.5%
29.56830717	1	0.5%
58.34959671	1	0.5%
9.185120917	1	0.5%
45.87904814	1	0.5%
0.979837373	1	0.5%
26.07672409	1	0.5%
37.82201263	1	0.5%
Other values (195)	195	91.1%
(Missing)	6	2.8%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.06400221	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.327160494	1	0.5%
0.372135442	1	0.5%
0.401177057	1	0.5%

Value	Count	Frequency (%)
98.15489103	1	0.5%
94.14850394	1	0.5%
91.84067606	1	0.5%
91.49857143	1	0.5%
91.16153298	1	0.5%
90.47788496	1	0.5%
87.6	1	0.5%
87.53478261	1	0.5%
83.16881229	1	0.5%
79.9554158	1	0.5%

Forest Area 2008
Real number (ℝ)

High correlation Missing Zeros

Distinct	205
Distinct (%)	98.6%
Missing	6
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.691684

Minimum	0
Maximum	98.128603
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.34616106
Q1	11.055367
median	30.781494
Q3	51.249978
95-th percentile	73.946782
Maximum	98.128603
Range	98.128603
Interquartile range (IQR)	40.194611

Descriptive statistics

Standard deviation	24.654433
Coefficient of variation (CV)	0.75414997
Kurtosis	-0.49546302
Mean	32.691684
Median Absolute Deviation (MAD)	19.873089
Skewness	0.51705146
Sum	6799.8703
Variance	607.84105
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
41.33781653	1	0.5%
29.12282563	1	0.5%
58.12323847	1	0.5%
9.098870143	1	0.5%
45.88544858	1	0.5%
0.970032368	1	0.5%
25.89741867	1	0.5%
36.81555592	1	0.5%
Other values (195)	195	91.1%
(Missing)	6	2.8%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.064648149	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.335016835	1	0.5%
0.366857476	1	0.5%
0.41598005	1	0.5%

Value	Count	Frequency (%)
98.12860256	1	0.5%
94.12594361	1	0.5%
91.82104242	1	0.5%
91.53714286	1	0.5%
90.86360071	1	0.5%
90.45173276	1	0.5%
87.74782609	1	0.5%
87.45	1	0.5%
82.85465116	1	0.5%
79.93353685	1	0.5%

Forest Area 2009
Real number (ℝ)

High correlation Missing Zeros

Distinct	205
Distinct (%)	98.6%
Missing	6
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.662795

Minimum	0
Maximum	98.102314
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.34942039
Q1	11.06306
median	30.649576
Q3	51.419249
95-th percentile	73.678102
Maximum	98.102314
Range	98.102314
Interquartile range (IQR)	40.356189

Descriptive statistics

Standard deviation	24.631029
Coefficient of variation (CV)	0.75410045
Kurtosis	-0.49348722
Mean	32.662795
Median Absolute Deviation (MAD)	19.762208
Skewness	0.5175083
Sum	6793.8615
Variance	606.68757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
41.46426927	1	0.5%
28.67734408	1	0.5%
57.89688023	1	0.5%
9.012619369	1	0.5%
45.89184902	1	0.5%
0.960227362	1	0.5%
25.71811324	1	0.5%
35.80909922	1	0.5%
Other values (195)	195	91.1%
(Missing)	6	2.8%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.065294088	1	0.5%
0.123327688	1	0.5%
0.241587575	1	0.5%
0.342873176	1	0.5%
0.361579509	1	0.5%
0.430783042	1	0.5%

Value	Count	Frequency (%)
98.1023141	1	0.5%
94.10338329	1	0.5%
91.80140878	1	0.5%
91.57571429	1	0.5%
90.56566845	1	0.5%
90.42558056	1	0.5%
87.96086957	1	0.5%
87.3	1	0.5%
82.54049003	1	0.5%
79.91165791	1	0.5%

Forest Area 2010
Real number (ℝ)

High correlation Missing Zeros

Distinct	208
Distinct (%)	98.6%
Missing	3
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	32.281535

Minimum	0
Maximum	98.076026
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.29615855
Q1	10.889508
median	30.459057
Q3	51.250081
95-th percentile	73.407027
Maximum	98.076026
Range	98.076026
Interquartile range (IQR)	40.360573

Descriptive statistics

Standard deviation	24.62546
Coefficient of variation (CV)	0.76283425
Kurtosis	-0.48310007
Mean	32.281535
Median Absolute Deviation (MAD)	19.698067
Skewness	0.5345777
Sum	6811.4038
Variance	606.41329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
18.91133005	1	0.5%
57.67052199	1	0.5%
8.926368594	1	0.5%
45.89824945	1	0.5%
0.950422357	1	0.5%
25.53880782	1	0.5%
34.80264251	1	0.5%
11.07263564	1	0.5%
Other values (198)	198	92.5%
(Missing)	3	1.4%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.065940027	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.241587575	1	0.5%
0.350729517	1	0.5%
0.356301543	1	0.5%

Value	Count	Frequency (%)
98.07602564	1	0.5%
94.08082296	1	0.5%
91.78177514	1	0.5%
91.61428571	1	0.5%
90.39942837	1	0.5%
90.26773619	1	0.5%
88.17391304	1	0.5%
87.15	1	0.5%
82.2263289	1	0.5%
79.88977896	1	0.5%

Forest Area 2011
Real number (ℝ)

High correlation Zeros

Distinct	209
Distinct (%)	98.6%
Missing	2
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	32.166928

Minimum	0
Maximum	98.014244
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.30161564
Q1	10.893086
median	30.396731
Q3	51.117917
95-th percentile	73.278868
Maximum	98.014244
Range	98.014244
Interquartile range (IQR)	40.224831

Descriptive statistics

Standard deviation	24.551682
Coefficient of variation (CV)	0.76325853
Kurtosis	-0.46816114
Mean	32.166928
Median Absolute Deviation (MAD)	19.564392
Skewness	0.54295697
Sum	6819.3888
Variance	602.78511
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.40009115	1	0.5%
57.98497641	1	0.5%
8.84011952	1	0.5%
45.89277899	1	0.5%
0.940617352	1	0.5%
25.3595024	1	0.5%
34.33626392	1	0.5%
11.02461447	1	0.5%
Other values (199)	199	93.0%
(Missing)	2	0.9%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.062480285	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.241587575	1	0.5%
0.350729517	1	0.5%
0.351023576	1	0.5%

Value	Count	Frequency (%)
98.01424359	1	0.5%
94.02143764	1	0.5%
91.73566189	1	0.5%
91.65428571	1	0.5%
90.37327617	1	0.5%
89.96976827	1	0.5%
88.36086957	1	0.5%
87	1	0.5%
81.91216777	1	0.5%
79.82156163	1	0.5%

Forest Area 2012
Real number (ℝ)

High correlation Zeros

Distinct	209
Distinct (%)	98.6%
Missing	2
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	32.136073

Minimum	0
Maximum	97.952462
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.29887449
Q1	10.881035
median	30.43722
Q3	51.073838
95-th percentile	73.328326
Maximum	97.952462
Range	97.952462
Interquartile range (IQR)	40.192803

Descriptive statistics

Standard deviation	24.510759
Coefficient of variation (CV)	0.76271794
Kurtosis	-0.46118612
Mean	32.136073
Median Absolute Deviation (MAD)	19.587248
Skewness	0.54413688
Sum	6812.8474
Variance	600.77732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.39894421	1	0.5%
58.29943083	1	0.5%
8.753870447	1	0.5%
45.88730853	1	0.5%
0.930812347	1	0.5%
25.18019698	1	0.5%
33.86988532	1	0.5%
10.97330961	1	0.5%
Other values (199)	199	93.0%
(Missing)	2	0.9%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05730659	1	0.5%
0.059020543	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.241587575	1	0.5%
0.34574561	1	0.5%
0.350729517	1	0.5%

Value	Count	Frequency (%)
97.95246154	1	0.5%
93.96205232	1	0.5%
91.69428571	1	0.5%
91.68954865	1	0.5%
90.34712397	1	0.5%
89.67180036	1	0.5%
88.54782609	1	0.5%
86.85	1	0.5%
81.59800664	1	0.5%
79.7533443	1	0.5%

Forest Area 2013
Real number (ℝ)

High correlation Zeros

Distinct	209
Distinct (%)	98.6%
Missing	2
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	32.095236

Minimum	0
Maximum	97.890679
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.29597161
Q1	10.877614
median	30.543594
Q3	51.02976
95-th percentile	73.377785
Maximum	97.890679
Range	97.890679
Interquartile range (IQR)	40.152146

Descriptive statistics

Standard deviation	24.464632
Coefficient of variation (CV)	0.7622512
Kurtosis	-0.45224312
Mean	32.095236
Median Absolute Deviation (MAD)	19.699984
Skewness	0.54557856
Sum	6804.1899
Variance	598.51821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.39779727	1	0.5%
58.61388525	1	0.5%
8.667621373	1	0.5%
45.88183807	1	0.5%
0.921007342	1	0.5%
25.00089155	1	0.5%
33.40350673	1	0.5%
10.93173048	1	0.5%
Other values (199)	199	93.0%
(Missing)	2	0.9%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.055560802	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.241587575	1	0.5%
0.340467643	1	0.5%
0.350729517	1	0.5%

Value	Count	Frequency (%)
97.89067949	1	0.5%
93.90266701	1	0.5%
91.73428571	1	0.5%
91.6434354	1	0.5%
90.32097178	1	0.5%
89.37383244	1	0.5%
88.73478261	1	0.5%
86.7	1	0.5%
81.28384551	1	0.5%
79.68512697	1	0.5%

Forest Area 2014
Real number (ℝ)

High correlation Zeros

Distinct	209
Distinct (%)	98.6%
Missing	2
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	32.056786

Minimum	0
Maximum	97.828897
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.29306873
Q1	10.893086
median	30.529716
Q3	50.985681
95-th percentile	73.427244
Maximum	97.828897
Range	97.828897
Interquartile range (IQR)	40.092595

Descriptive statistics

Standard deviation	24.428858
Coefficient of variation (CV)	0.76204953
Kurtosis	-0.44581966
Mean	32.056786
Median Absolute Deviation (MAD)	19.648349
Skewness	0.54726786
Sum	6796.0386
Variance	596.76913
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.39665034	1	0.5%
58.92833967	1	0.5%
8.581372299	1	0.5%
45.87636761	1	0.5%
0.911202337	1	0.5%
24.82158613	1	0.5%
32.93712814	1	0.5%
10.88037993	1	0.5%
Other values (199)	199	93.0%
(Missing)	2	0.9%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.05210106	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.241587575	1	0.5%
0.335189677	1	0.5%
0.350729517	1	0.5%

Value	Count	Frequency (%)
97.82889744	1	0.5%
93.84328169	1	0.5%
91.77428571	1	0.5%
91.59732216	1	0.5%
90.29481958	1	0.5%
89.07586453	1	0.5%
88.92173913	1	0.5%
86.55	1	0.5%
80.96968439	1	0.5%
79.61690986	1	0.5%

Forest Area 2015
Real number (ℝ)

High correlation Zeros

Distinct	209
Distinct (%)	98.6%
Missing	2
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	32.021298

Minimum	0
Maximum	97.767115
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.29016585
Q1	10.932516
median	30.666729
Q3	50.322226
95-th percentile	73.474519
Maximum	97.767115
Range	97.767115
Interquartile range (IQR)	39.38971

Descriptive statistics

Standard deviation	24.394702
Coefficient of variation (CV)	0.76182738
Kurtosis	-0.43980076
Mean	32.021298
Median Absolute Deviation (MAD)	19.746164
Skewness	0.54859955
Sum	6788.5152
Variance	595.10146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.3955034	1	0.5%
59.2427941	1	0.5%
8.495123225	1	0.5%
45.87089716	1	0.5%
0.901397332	1	0.5%
24.64228071	1	0.5%
32.47074954	1	0.5%
10.83546184	1	0.5%
Other values (199)	199	93.0%
(Missing)	2	0.9%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.009693053	1	0.5%
0.048641318	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.241587575	1	0.5%
0.32991171	1	0.5%
0.350729517	1	0.5%

Value	Count	Frequency (%)
97.76711538	1	0.5%
93.78389637	1	0.5%
91.81428571	1	0.5%
91.55120891	1	0.5%
90.26866738	1	0.5%
89.10869565	1	0.5%
88.77789661	1	0.5%
86.4	1	0.5%
80.65552326	1	0.5%
79.54869249	1	0.5%

Forest Area 2016
Real number (ℝ)

High correlation Zeros

Distinct	209
Distinct (%)	98.6%
Missing	2
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	31.994742

Minimum	0
Maximum	97.694359
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.28726297
Q1	10.993319
median	30.856999
Q3	50.753816
95-th percentile	73.474519
Maximum	97.694359
Range	97.694359
Interquartile range (IQR)	39.760498

Descriptive statistics

Standard deviation	24.382483
Coefficient of variation (CV)	0.76207782
Kurtosis	-0.44235516
Mean	31.994742
Median Absolute Deviation (MAD)	19.90718
Skewness	0.54705759
Sum	6782.8852
Variance	594.50548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.39603509	1	0.5%
58.78752093	1	0.5%
8.408871722	1	0.5%
45.8654267	1	0.5%
0.891592327	1	0.5%
24.46297956	1	0.5%
31.63977065	1	0.5%
10.86308286	1	0.5%
Other values (199)	199	93.0%
(Missing)	2	0.9%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.00904685	1	0.5%
0.045185594	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.241587575	1	0.5%
0.324633744	1	0.5%
0.350729517	1	0.5%

Value	Count	Frequency (%)
97.69435897	1	0.5%
93.73716027	1	0.5%
91.85714286	1	0.5%
91.50510343	1	0.5%
90.24258664	1	0.5%
89.30434783	1	0.5%
88.4798574	1	0.5%
86.25	1	0.5%
80.34136213	1	0.5%
79.47241973	1	0.5%

Forest Area 2017
Real number (ℝ)

High correlation Zeros

Distinct	209
Distinct (%)	98.6%
Missing	2
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	31.946015

Minimum	0
Maximum	97.647564
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.28457556
Q1	11.02372
median	30.831092
Q3	50.181647
95-th percentile	73.473427
Maximum	97.647564
Range	97.647564
Interquartile range (IQR)	39.157927

Descriptive statistics

Standard deviation	24.35114
Coefficient of variation (CV)	0.76225908
Kurtosis	-0.43550792
Mean	31.946015
Median Absolute Deviation (MAD)	19.771258
Skewness	0.54962318
Sum	6772.5552
Variance	592.97803
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.41160609	1	0.5%
58.63488054	1	0.5%
8.322620219	1	0.5%
45.85995624	1	0.5%
0.881787321	1	0.5%
24.28368304	1	0.5%
30.80879176	1	0.5%
10.89100089	1	0.5%
Other values (199)	199	93.0%
(Missing)	2	0.9%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.008723748	1	0.5%
0.045185594	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.242018982	1	0.5%
0.319394586	1	0.5%
0.350729517	1	0.5%

Value	Count	Frequency (%)
97.6475641	1	0.5%
93.69037338	1	0.5%
91.9	1	0.5%
91.45899794	1	0.5%
90.21650589	1	0.5%
89.47826087	1	0.5%
88.18181818	1	0.5%
86.1	1	0.5%
80.027201	1	0.5%
79.39837919	1	0.5%

Forest Area 2018
Real number (ℝ)

High correlation Zeros

Distinct	209
Distinct (%)	98.6%
Missing	2
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	31.903972

Minimum	0
Maximum	97.569103
Zeros	4
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.28222306
Q1	11.034919
median	30.582289
Q3	49.94632
95-th percentile	73.473427
Maximum	97.569103
Range	97.569103
Interquartile range (IQR)	38.911402

Descriptive statistics

Standard deviation	24.326184
Coefficient of variation (CV)	0.76248137
Kurtosis	-0.43157698
Mean	31.903972
Median Absolute Deviation (MAD)	19.586136
Skewness	0.55133886
Sum	6763.642
Variance	591.76323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4	1.9%
2.333333333	1	0.5%
37.42793665	1	0.5%
58.48224015	1	0.5%
8.236368716	1	0.5%
45.85448578	1	0.5%
0.871982316	1	0.5%
24.1043842	1	0.5%
29.97781286	1	0.5%
10.91862192	1	0.5%
Other values (199)	199	93.0%
(Missing)	2	0.9%

Value	Count	Frequency (%)
0	4	1.9%
0.000535997	1	0.5%
0.008400646	1	0.5%
0.045185594	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.243313201	1	0.5%
0.314058407	1	0.5%
0.350729517	1	0.5%

Value	Count	Frequency (%)
97.56910256	1	0.5%
93.64363729	1	0.5%
91.94285714	1	0.5%
91.41289246	1	0.5%
90.19042515	1	0.5%
89.67391304	1	0.5%
87.88377897	1	0.5%
85.95	1	0.5%
79.71303987	1	0.5%
79.32433865	1	0.5%

Forest Area 2019
Real number (ℝ)

High correlation Missing

Distinct	209
Distinct (%)	100.0%
Missing	5
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	32.308638

Minimum	0
Maximum	97.490577
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.47378143
Q1	11.270471
median	31.125314
Q3	50.255959
95-th percentile	73.544279
Maximum	97.490577
Range	97.490577
Interquartile range (IQR)	38.985487

Descriptive statistics

Standard deviation	24.16622
Coefficient of variation (CV)	0.74798016
Kurtosis	-0.41795948
Mean	32.308638
Median Absolute Deviation (MAD)	19.809751
Skewness	0.54737343
Sum	6752.5053
Variance	584.00619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.333333333	1	0.5%
0	1	0.5%
8.150117213	1	0.5%
45.84901532	1	0.5%
0.862177311	1	0.5%
23.92508537	1	0.5%
29.14683397	1	0.5%
10.94653995	1	0.5%
33.33864227	1	0.5%
41.59072201	1	0.5%
Other values (199)	199	93.0%
(Missing)	5	2.3%

Value	Count	Frequency (%)
0	1	0.5%
0.000535997	1	0.5%
0.008077544	1	0.5%
0.045185594	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.245901639	1	0.5%
0.308819249	1	0.5%
0.350729517	1	0.5%

Value	Count	Frequency (%)
97.49057692	1	0.5%
93.59685039	1	0.5%
91.98571429	1	0.5%
91.36678698	1	0.5%
90.16434441	1	0.5%
89.84782609	1	0.5%
87.58573975	1	0.5%
85.8	1	0.5%
79.39887874	1	0.5%
79.25029811	1	0.5%

Forest Area 2020
Real number (ℝ)

High correlation Missing

Distinct	209
Distinct (%)	100.0%
Missing	5
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	32.25797

Minimum	0
Maximum	97.412115
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.47639969
Q1	11.325655
median	31.130231
Q3	50.079645
95-th percentile	73.544279
Maximum	97.412115
Range	97.412115
Interquartile range (IQR)	38.753989

Descriptive statistics

Standard deviation	24.140401
Coefficient of variation (CV)	0.74835462
Kurtosis	-0.41214343
Mean	32.25797
Median Absolute Deviation (MAD)	19.785318
Skewness	0.5500092
Sum	6741.9158
Variance	582.75897
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.333333333	1	0.5%
0	1	0.5%
8.06386571	1	0.5%
45.84354486	1	0.5%
0.852372306	1	0.5%
23.74578653	1	0.5%
28.31585508	1	0.5%
10.97416097	1	0.5%
33.36000582	1	0.5%
41.59072201	1	0.5%
Other values (199)	199	93.0%
(Missing)	5	2.3%

Value	Count	Frequency (%)
0	1	0.5%
0.000535997	1	0.5%
0.008077544	1	0.5%
0.045185594	1	0.5%
0.05730659	1	0.5%
0.123327688	1	0.5%
0.157657658	1	0.5%
0.250215703	1	0.5%
0.30348307	1	0.5%
0.350729517	1	0.5%

Value	Count	Frequency (%)
97.41211538	1	0.5%
93.5501143	1	0.5%
92.02857143	1	0.5%
91.32068149	1	0.5%
90.13826367	1	0.5%
90.02173913	1	0.5%
87.28770053	1	0.5%
85.65	1	0.5%
79.17625756	1	0.5%
79.08471761	1	0.5%

Country_normalized
Text

Unique

Distinct	214
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

Length

Max length	29
Median length	22
Mean length	9.4065421
Min length	4

Characters and Unicode

Total characters	2013
Distinct characters	27
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	214 ?
Unique (%)	100.0%

Sample

1st row	aruba
2nd row	afghanistan
3rd row	angola
4th row	albania
5th row	andorra

Value	Count	Frequency (%)
and	8	2.6%
islands	7	2.3%
rep	7	2.3%
republic	6	1.9%
st	4	1.3%
guinea	3	1.0%
the	3	1.0%
united	3	1.0%
new	3	1.0%
china	3	1.0%
Other values (251)	263	84.8%

Most occurring characters

Value	Count	Frequency (%)
a	312	15.5%
i	180	8.9%
n	169	8.4%
e	151	7.5%
r	135	6.7%
s	105	5.2%
o	101	5.0%
	96	4.8%
t	89	4.4%
l	84	4.2%
Other values (17)	591	29.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1917	95.2%
Space Separator	96	4.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	312	16.3%
i	180	9.4%
n	169	8.8%
e	151	7.9%
r	135	7.0%
s	105	5.5%
o	101	5.3%
t	89	4.6%
l	84	4.4%
u	82	4.3%
Other values (16)	509	26.6%

Space Separator

Value	Count	Frequency (%)
	96	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1917	95.2%
Common	96	4.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	312	16.3%
i	180	9.4%
n	169	8.8%
e	151	7.9%
r	135	7.0%
s	105	5.5%
o	101	5.3%
t	89	4.6%
l	84	4.4%
u	82	4.3%
Other values (16)	509	26.6%

Common

Value	Count	Frequency (%)
	96	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2013	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	312	15.5%
i	180	8.9%
n	169	8.4%
e	151	7.5%
r	135	6.7%
s	105	5.2%
o	101	5.0%
	96	4.8%
t	89	4.4%
l	84	4.2%
Other values (17)	591	29.4%

City_normalized
Text

Unique

Distinct	214
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	12.0 KiB

Length

Max length	19
Median length	16
Mean length	7.7570093
Min length	4

Characters and Unicode

Total characters	1660
Distinct characters	27
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	214 ?
Unique (%)	100.0%

Sample

1st row	oranjestad
2nd row	kabul
3rd row	luanda
4th row	tirana
5th row	andorra la vella

Value	Count	Frequency (%)
san	4	1.6%
city	4	1.6%
town	3	1.2%
saint	2	0.8%
port	2	0.8%
pago	2	0.8%
oranjestad	1	0.4%
tirana	1	0.4%
andorra	1	0.4%
la	1	0.4%
Other values (228)	228	91.6%

Most occurring characters

Value	Count	Frequency (%)
a	261	15.7%
o	131	7.9%
n	124	7.5%
i	115	6.9%
r	102	6.1%
e	99	6.0%
s	88	5.3%
t	83	5.0%
u	79	4.8%
l	75	4.5%
Other values (17)	503	30.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1625	97.9%
Space Separator	35	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	261	16.1%
o	131	8.1%
n	124	7.6%
i	115	7.1%
r	102	6.3%
e	99	6.1%
s	88	5.4%
t	83	5.1%
u	79	4.9%
l	75	4.6%
Other values (16)	468	28.8%

Space Separator

Value	Count	Frequency (%)
	35	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1625	97.9%
Common	35	2.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	261	16.1%
o	131	8.1%
n	124	7.6%
i	115	7.1%
r	102	6.3%
e	99	6.1%
s	88	5.4%
t	83	5.1%
u	79	4.9%
l	75	4.6%
Other values (16)	468	28.8%

Common

Value	Count	Frequency (%)
	35	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1660	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	261	15.7%
o	131	7.9%
n	124	7.5%
i	115	6.9%
r	102	6.1%
e	99	6.0%
s	88	5.3%
t	83	5.0%
u	79	4.8%
l	75	4.5%
Other values (17)	503	30.3%

Interactions

Correlations

	Area (km²)	Continent	Forest Area 1990	Forest Area 1991	Forest Area 1992	Forest Area 1993	Forest Area 1994	Forest Area 1995	Forest Area 1996	Forest Area 1997	Forest Area 1998	Forest Area 1999	Forest Area 2000	Forest Area 2001	Forest Area 2002	Forest Area 2003	Forest Area 2004	Forest Area 2005	Forest Area 2006	Forest Area 2007	Forest Area 2008	Forest Area 2009	Forest Area 2010	Forest Area 2011	Forest Area 2012	Forest Area 2013	Forest Area 2014	Forest Area 2015	Forest Area 2016	Forest Area 2017	Forest Area 2018	Forest Area 2019	Forest Area 2020	Population Density (per km²)	Population Rank
Area (km²)	1.000	0.101	-0.008	-0.034	-0.035	-0.036	-0.039	-0.041	-0.043	-0.044	-0.042	-0.043	-0.034	-0.046	-0.046	-0.048	-0.048	-0.049	-0.051	-0.052	-0.053	-0.053	-0.044	-0.050	-0.052	-0.054	-0.056	-0.058	-0.060	-0.061	-0.063	-0.109	-0.111	-0.614	-0.830
Continent	0.101	1.000	0.216	0.232	0.227	0.221	0.228	0.226	0.225	0.221	0.230	0.248	0.241	0.245	0.254	0.255	0.251	0.249	0.251	0.253	0.260	0.264	0.260	0.248	0.248	0.248	0.254	0.257	0.256	0.265	0.255	0.263	0.263	0.000	0.260
Forest Area 1990	-0.008	0.216	1.000	0.999	0.999	0.999	0.998	0.998	0.997	0.997	0.996	0.995	0.993	0.993	0.992	0.992	0.991	0.990	0.989	0.987	0.986	0.985	0.983	0.982	0.981	0.980	0.979	0.977	0.976	0.975	0.974	0.971	0.970	-0.160	0.028
Forest Area 1991	-0.034	0.232	0.999	1.000	1.000	1.000	0.999	0.999	0.998	0.998	0.997	0.996	0.995	0.995	0.994	0.994	0.993	0.992	0.991	0.989	0.988	0.987	0.986	0.985	0.984	0.982	0.981	0.980	0.978	0.977	0.976	0.974	0.973	-0.152	0.055
Forest Area 1992	-0.035	0.227	0.999	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.998	0.997	0.996	0.995	0.995	0.994	0.994	0.993	0.992	0.990	0.989	0.988	0.987	0.986	0.985	0.984	0.983	0.981	0.980	0.979	0.978	0.976	0.974	-0.152	0.056
Forest Area 1993	-0.036	0.221	0.999	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.997	0.997	0.996	0.996	0.995	0.995	0.994	0.993	0.992	0.991	0.989	0.988	0.987	0.987	0.985	0.984	0.983	0.981	0.981	0.980	0.978	0.976	-0.150	0.057
Forest Area 1994	-0.039	0.228	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.998	0.998	0.997	0.997	0.997	0.996	0.995	0.994	0.993	0.992	0.991	0.990	0.989	0.988	0.987	0.986	0.985	0.983	0.982	0.982	0.980	0.978	-0.151	0.060
Forest Area 1995	-0.041	0.226	0.998	0.999	0.999	0.999	1.000	1.000	1.000	1.000	0.999	0.999	0.998	0.998	0.998	0.997	0.997	0.996	0.995	0.994	0.993	0.992	0.991	0.990	0.989	0.988	0.988	0.986	0.985	0.984	0.983	0.982	0.980	-0.150	0.062
Forest Area 1996	-0.043	0.225	0.997	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.998	0.998	0.998	0.997	0.997	0.996	0.995	0.994	0.993	0.992	0.991	0.990	0.989	0.989	0.987	0.986	0.985	0.984	0.983	0.981	-0.150	0.063
Forest Area 1997	-0.044	0.221	0.997	0.998	0.998	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.999	0.998	0.998	0.997	0.996	0.996	0.995	0.994	0.993	0.992	0.991	0.990	0.990	0.988	0.987	0.986	0.985	0.984	0.982	-0.150	0.064
Forest Area 1998	-0.042	0.230	0.996	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.999	0.998	0.998	0.997	0.996	0.996	0.995	0.994	0.993	0.992	0.991	0.991	0.989	0.988	0.987	0.987	0.985	0.984	-0.151	0.063
Forest Area 1999	-0.043	0.248	0.995	0.996	0.997	0.997	0.998	0.999	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.997	0.997	0.996	0.995	0.994	0.994	0.993	0.992	0.991	0.990	0.989	0.988	0.987	0.986	-0.150	0.064
Forest Area 2000	-0.034	0.241	0.993	0.995	0.996	0.997	0.998	0.998	0.999	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.997	0.997	0.996	0.996	0.995	0.994	0.993	0.992	0.991	0.991	0.990	0.989	0.987	-0.154	0.052
Forest Area 2001	-0.046	0.245	0.993	0.995	0.995	0.996	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.998	0.998	0.997	0.996	0.996	0.995	0.994	0.994	0.993	0.992	0.991	0.990	0.989	0.988	-0.149	0.067
Forest Area 2002	-0.046	0.254	0.992	0.994	0.995	0.996	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.998	0.998	0.997	0.996	0.996	0.995	0.994	0.993	0.992	0.992	0.991	0.990	0.989	-0.149	0.067
Forest Area 2003	-0.048	0.255	0.992	0.994	0.994	0.995	0.997	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.998	0.998	0.997	0.997	0.996	0.995	0.995	0.994	0.993	0.992	0.992	0.991	0.989	-0.147	0.068
Forest Area 2004	-0.048	0.251	0.991	0.993	0.994	0.995	0.996	0.997	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.998	0.997	0.997	0.996	0.995	0.994	0.994	0.993	0.992	0.991	0.990	-0.149	0.069
Forest Area 2005	-0.049	0.249	0.990	0.992	0.993	0.994	0.995	0.996	0.997	0.997	0.998	0.999	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.998	0.997	0.997	0.996	0.995	0.994	0.994	0.993	0.992	0.991	-0.149	0.070
Forest Area 2006	-0.051	0.251	0.989	0.991	0.992	0.993	0.994	0.995	0.996	0.996	0.997	0.998	0.999	0.999	0.999	0.999	0.999	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.998	0.997	0.996	0.995	0.995	0.994	0.993	0.993	-0.149	0.071
Forest Area 2007	-0.052	0.253	0.987	0.989	0.990	0.992	0.993	0.994	0.995	0.996	0.996	0.997	0.998	0.998	0.999	0.999	0.999	0.999	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.998	0.997	0.996	0.996	0.995	0.994	0.994	-0.149	0.072
Forest Area 2008	-0.053	0.260	0.986	0.988	0.989	0.991	0.992	0.993	0.994	0.995	0.996	0.997	0.997	0.998	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.997	0.997	0.996	0.996	0.995	0.994	-0.148	0.072
Forest Area 2009	-0.053	0.264	0.985	0.987	0.988	0.989	0.991	0.992	0.993	0.994	0.995	0.996	0.997	0.997	0.998	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.997	0.997	0.996	0.996	0.995	-0.148	0.073
Forest Area 2010	-0.044	0.260	0.983	0.986	0.987	0.988	0.990	0.991	0.992	0.993	0.994	0.995	0.996	0.996	0.997	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.998	0.998	0.997	0.997	0.996	0.996	-0.153	0.062
Forest Area 2011	-0.050	0.248	0.982	0.985	0.986	0.987	0.989	0.990	0.991	0.992	0.993	0.994	0.996	0.996	0.996	0.997	0.997	0.998	0.999	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.998	0.998	0.998	0.997	0.996	-0.146	0.064
Forest Area 2012	-0.052	0.248	0.981	0.984	0.985	0.987	0.988	0.989	0.990	0.991	0.992	0.994	0.995	0.995	0.996	0.996	0.997	0.997	0.998	0.999	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.998	0.997	-0.144	0.065
Forest Area 2013	-0.054	0.248	0.980	0.982	0.984	0.985	0.987	0.988	0.989	0.990	0.991	0.993	0.994	0.994	0.995	0.995	0.996	0.997	0.998	0.998	0.999	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	0.998	-0.143	0.067
Forest Area 2014	-0.056	0.254	0.979	0.981	0.983	0.984	0.986	0.988	0.989	0.990	0.991	0.992	0.993	0.994	0.994	0.995	0.995	0.996	0.997	0.998	0.998	0.999	0.999	0.999	1.000	1.000	1.000	1.000	1.000	0.999	0.999	0.999	0.998	-0.142	0.069
Forest Area 2015	-0.058	0.257	0.977	0.980	0.981	0.983	0.985	0.986	0.987	0.988	0.989	0.991	0.992	0.993	0.993	0.994	0.994	0.995	0.996	0.997	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	1.000	0.999	0.999	-0.141	0.071
Forest Area 2016	-0.060	0.256	0.976	0.978	0.980	0.981	0.983	0.985	0.986	0.987	0.988	0.990	0.991	0.992	0.992	0.993	0.994	0.994	0.995	0.996	0.997	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	1.000	0.999	-0.140	0.073
Forest Area 2017	-0.061	0.265	0.975	0.977	0.979	0.981	0.982	0.984	0.985	0.986	0.987	0.989	0.991	0.991	0.992	0.992	0.993	0.994	0.995	0.996	0.996	0.997	0.997	0.998	0.999	0.999	0.999	1.000	1.000	1.000	1.000	1.000	1.000	-0.139	0.074
Forest Area 2018	-0.063	0.255	0.974	0.976	0.978	0.980	0.982	0.983	0.984	0.985	0.987	0.988	0.990	0.990	0.991	0.992	0.992	0.993	0.994	0.995	0.996	0.996	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	1.000	-0.139	0.076
Forest Area 2019	-0.109	0.263	0.971	0.974	0.976	0.978	0.980	0.982	0.983	0.984	0.985	0.987	0.989	0.989	0.990	0.991	0.991	0.992	0.993	0.994	0.995	0.996	0.996	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	1.000	-0.102	0.121
Forest Area 2020	-0.111	0.263	0.970	0.973	0.974	0.976	0.978	0.980	0.981	0.982	0.984	0.986	0.987	0.988	0.989	0.989	0.990	0.991	0.993	0.994	0.994	0.995	0.996	0.996	0.997	0.998	0.998	0.999	0.999	1.000	1.000	1.000	1.000	-0.100	0.123
Population Density (per km²)	-0.614	0.000	-0.160	-0.152	-0.152	-0.150	-0.151	-0.150	-0.150	-0.150	-0.151	-0.150	-0.154	-0.149	-0.149	-0.147	-0.149	-0.149	-0.149	-0.149	-0.148	-0.148	-0.153	-0.146	-0.144	-0.143	-0.142	-0.141	-0.140	-0.139	-0.139	-0.102	-0.100	1.000	0.160
Population Rank	-0.830	0.260	0.028	0.055	0.056	0.057	0.060	0.062	0.063	0.064	0.063	0.064	0.052	0.067	0.067	0.068	0.069	0.070	0.071	0.072	0.072	0.073	0.062	0.064	0.065	0.067	0.069	0.071	0.073	0.074	0.076	0.121	0.123	0.160	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	Country Name	Capital	Continent	Area (km²)	Population Density (per km²)	Population Rank	Forest Area 1990	Forest Area 1991	Forest Area 1992	Forest Area 1993	Forest Area 1994	Forest Area 1995	Forest Area 1996	Forest Area 1997	Forest Area 1998	Forest Area 1999	Forest Area 2000	Forest Area 2001	Forest Area 2002	Forest Area 2003	Forest Area 2004	Forest Area 2005	Forest Area 2006	Forest Area 2007	Forest Area 2008	Forest Area 2009	Forest Area 2010	Forest Area 2011	Forest Area 2012	Forest Area 2013	Forest Area 2014	Forest Area 2015	Forest Area 2016	Forest Area 2017	Forest Area 2018	Forest Area 2019	Forest Area 2020	Country_normalized	City_normalized
0	Aruba	Oranjestad	North America	180	591.3611	198	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	2.333333	aruba	oranjestad
1	Afghanistan	Kabul	Asia	652230	63.0587	36	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	1.850994	afghanistan	kabul
2	Angola	Luanda	Africa	1246700	28.5466	42	63.578070	63.453407	63.328745	63.204082	63.079419	62.954757	62.830094	62.705431	62.580768	62.456106	62.331443	61.886219	61.440995	60.995770	60.550546	60.105322	59.660098	59.214874	58.769649	58.324425	57.879201	57.433976	56.988751	56.543526	56.098301	55.653076	55.207845	54.762629	54.317406	53.872175	53.426951	angola	luanda
3	Albania	Tirana	Europe	28748	98.8702	138	28.788321	28.717153	28.645985	28.574818	28.503650	28.432482	28.361314	28.290146	28.218978	28.147810	28.076642	28.123248	28.169854	28.216460	28.263066	28.309672	28.356277	28.402883	28.449489	28.496095	28.542701	28.594653	28.646606	28.698558	28.750511	28.802464	28.802190	28.792062	28.791971	28.791971	28.791971	albania	tirana
4	Andorra	Andorra la Vella	Europe	468	170.5641	203	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	34.042553	andorra	andorra la vella
5	United Arab Emirates	Abu Dhabi	Asia	83600	112.9322	97	3.449732	3.540453	3.631174	3.721895	3.812616	3.903337	3.994058	4.084779	4.175500	4.266221	4.356942	4.368023	4.379104	4.390186	4.401267	4.412349	4.423430	4.434511	4.445593	4.456674	4.467756	4.467756	4.467756	4.467756	4.467756	4.467756	4.467756	4.467756	4.467756	4.467756	4.467756	united arab emirates	abu dhabi
6	Argentina	Buenos Aires	South America	2780400	16.3683	33	12.863715	12.796992	12.730269	12.663546	12.596823	12.530100	12.463377	12.396654	12.329931	12.263208	12.196486	12.080871	11.965257	11.849643	11.734029	11.618415	11.502801	11.387187	11.271573	11.155958	11.040344	10.958713	10.877081	10.795450	10.713819	10.632187	10.600397	10.559837	10.520373	10.480179	10.440715	argentina	buenos aires
7	Armenia	Yerevan	Asia	29743	93.4831	140	11.766772	11.752722	11.742606	11.735265	11.727924	11.720583	11.713242	11.705901	11.698560	11.691219	11.683878	11.676572	11.669266	11.661960	11.654654	11.647348	11.640042	11.632736	11.625430	11.618124	11.610818	11.603512	11.596207	11.588901	11.581595	11.574289	11.566913	11.559536	11.552160	11.544784	11.537408	armenia	yerevan
8	American Samoa	Pago Pago	Oceania	199	222.4774	213	90.350000	90.180000	90.010000	89.840000	89.670000	89.500000	89.330000	89.160000	88.990000	88.820000	88.650000	88.500000	88.350000	88.200000	88.050000	87.900000	87.750000	87.600000	87.450000	87.300000	87.150000	87.000000	86.850000	86.700000	86.550000	86.400000	86.250000	86.100000	85.950000	85.800000	85.650000	american samoa	pago pago
9	Antigua and Barbuda	Saint John’s	North America	442	212.1335	201	22.977273	22.827273	22.677273	22.527273	22.377273	22.227273	22.077273	21.927273	21.777273	21.627273	21.477273	21.325000	21.172727	21.020455	20.868182	20.715909	20.563636	20.411364	20.259091	20.106818	19.954545	19.804545	19.654545	19.504545	19.354545	19.204545	19.045455	18.909091	18.750000	18.590909	18.454545	antigua and barbuda	saint johns

	Country Name	Capital	Continent	Area (km²)	Population Density (per km²)	Population Rank	Forest Area 1990	Forest Area 1991	Forest Area 1992	Forest Area 1993	Forest Area 1994	Forest Area 1995	Forest Area 1996	Forest Area 1997	Forest Area 1998	Forest Area 1999	Forest Area 2000	Forest Area 2001	Forest Area 2002	Forest Area 2003	Forest Area 2004	Forest Area 2005	Forest Area 2006	Forest Area 2007	Forest Area 2008	Forest Area 2009	Forest Area 2010	Forest Area 2011	Forest Area 2012	Forest Area 2013	Forest Area 2014	Forest Area 2015	Forest Area 2016	Forest Area 2017	Forest Area 2018	Forest Area 2019	Forest Area 2020	Country_normalized	City_normalized
204	Venezuela, RB	Caracas	South America	916445	30.8820	51	58.983051	58.657106	58.331160	58.005215	57.679270	57.353325	57.027379	56.701434	56.375489	56.049544	55.723598	55.536988	55.350377	55.163766	54.977155	54.790545	54.603934	54.417323	54.230713	54.044102	53.857491	53.671107	53.484723	53.298339	53.111955	52.925571	52.767145	52.636676	52.534165	52.459611	52.413015	venezuela rb	caracas
205	British Virgin Islands	Road Town	North America	151	207.3179	221	24.733333	24.706667	24.680000	24.653333	24.626667	24.600000	24.573333	24.546667	24.520000	24.493333	24.466667	24.446667	24.426667	24.406667	24.386667	24.366667	24.346667	24.326667	24.306667	24.286667	24.266667	24.240000	24.213333	24.186667	24.160000	24.133333	24.133333	24.133333	24.133333	24.133333	24.133333	british virgin islands	road town
206	Virgin Islands (U.S.)	Charlotte Amalie	North America	347	286.6427	200	70.114286	68.951429	67.788571	66.625714	65.462857	64.300000	63.137143	61.974286	60.811429	59.648571	58.485714	57.902857	57.320000	56.737143	56.154286	55.571429	54.988571	54.405714	53.822857	53.240000	52.657143	53.074286	53.491429	53.908571	54.325714	54.742857	55.171429	55.600000	56.028571	56.457143	56.885714	virgin islands us	charlotte amalie
207	Vietnam	Hanoi	Asia	331212	296.4472	16	28.805678	29.545528	30.285379	31.025230	31.765080	32.504931	33.244782	33.984632	34.724483	35.464334	37.883688	38.395628	38.978883	39.556513	40.073803	40.591092	41.108382	41.625672	42.142961	42.660251	43.177541	43.612152	44.046764	44.481375	44.915987	45.350598	46.369142	46.490760	46.735544	46.980327	47.225110	vietnam	hanoi
208	Vanuatu	Port-Vila	Oceania	12189	26.8061	181	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	36.283839	vanuatu	portvila
209	Samoa	Apia	Oceania	2842	78.2484	188	62.236749	62.066431	61.896113	61.725795	61.555477	61.385159	61.214841	61.044523	60.874205	60.703887	60.533569	60.363251	60.192933	60.022615	59.852297	59.681979	59.511661	59.341343	59.171025	59.000707	58.830389	58.659364	58.488339	58.317314	58.146290	57.975265	57.805654	57.636042	57.466431	57.296820	57.127208	samoa	apia
210	Yemen, Rep.	Sanaa	Asia	527968	63.8232	46	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	1.039832	yemen rep	sanaa
211	South Africa	Pretoria	Africa	1221037	49.0517	24	14.955271	14.925265	14.895259	14.865253	14.835247	14.805241	14.775235	14.745229	14.715223	14.685217	14.655211	14.625205	14.595199	14.565193	14.535187	14.505181	14.475175	14.445169	14.415163	14.385157	14.355151	14.325145	14.295139	14.265133	14.235127	14.205121	14.175115	14.145109	14.115103	14.085097	14.055091	south africa	pretoria
212	Zambia	Lusaka	Africa	752612	26.5976	63	63.778098	63.729940	63.681782	63.633624	63.585467	63.537309	63.489151	63.440993	63.392836	63.344678	63.296520	63.248362	63.200204	63.152047	63.103889	63.055731	63.007573	62.959416	62.911258	62.863100	62.814942	62.561805	62.308667	62.055529	61.802392	61.549254	61.295955	61.042885	60.789707	60.536515	60.283337	zambia	lusaka
213	Zimbabwe	Harare	Africa	390757	41.7665	74	48.666615	48.547525	48.428435	48.309345	48.190255	48.071165	47.952074	47.832984	47.713894	47.594804	47.475714	47.356624	47.237534	47.118444	46.999354	46.880264	46.761174	46.642083	46.522993	46.403903	46.284813	46.165723	46.046633	45.927543	45.808453	45.689363	45.570273	45.451183	45.332093	45.213002	45.093912	zimbabwe	harare

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Final Punctuation

Initial Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations